交易 agent 接入 Jev 做入场过滤,回测夏普 0.64→1.68
Kaspa 现货策略用 Jev 当裁判过滤机械入场信号,2600 次评估仅约 0.04 美元,回测权益约 4.5 倍、回撤从 -63% 收窄到 -23%。

i gave my trading agent a new toy: a judgement api called jev. llm-as-a-judge filtering mechanical entries on a kaspa:native spot strategy i hope to bring to ka$h's permissionless strategy marketplace someday. total cost for jev's evaluations: ~$0.04 (2,600 evals). backtest alone vs raw current strategy mechanics: ~4.5× final equity, ~2.6× sharpe (0.64 → 1.68), drawdown −63% → −23%, recent out-of-sample −20% → +315%, and it beats a matched random gate by a wide margin: so it's selecting trades, not just trading less. it's just single-asset backtest so live first... over :)
这条是引用着另一条写的:x.com/jpschroeder/status/2100230381588951209